機械学習のための線形代数と最適化（テキスト・第２版）
Linear Algebra and Optimization for Machine Learning
A Textbook
Aggarwal, Charu C.
- 出版社：Springer
- 出版年月：2025年 10月
- ISBN：9783031986185
- 装丁：HRD
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装丁について
- 言語：ENG
- 版次：2ND
- 巻数・ページ数：650 p.
- 内容紹介：
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This textbook is the second edition of the linear algebra and optimization book that was published in 2020. The exposition in this edition is greatly simplified as compared to the first edition. The second edition is enhanced with a large number of solved examples and exercises. A frequent challenge faced by beginners in machine learning is the extensive background required in linear algebra and optimization. Prev. ed.: 2020.